… domainadaptation of pedestriandetectors to thermal imagery. Our key idea is to augment a detector … A few works have addressed pedestriandetection using thermal (IR) imagery only. …
… In this study, the topic of interest is objectdetection and tracking. CNN-based DL models … -of-the-art for real-time objectdetection and recognition on the edge – a common requirement …
… trained on ImageNet and adapted them to detect in the visible or infrared spectrum. Halfway fusion … Several CNN-basedpedestriandetection methods compete for the state-of-the-art on …
Q Xie, TY Cheng, Z Dai, V Tran… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
… approach for domainadaptation to enhance the performance of pedestriandetection based solely on thermal images… Beyerer, “CNN-basedthermalinfrared person detection by domain …
… through the combination of domainadaptation and fine-tuning … Therefore, most CNN-based face PAD methods function in a … We apply MTCNN facedetector [31] to detect the face and …
J Kim, J Huh, I Park, J Bak, D Kim, S Lee - Applied Sciences, 2022 - mdpi.com
… its ability to detect objects can be well adopted to other domains where objects … domain adaptation framework to force a model to extract similar features regardless of the source domain…
S Song, Z Miao, H Yu, J Fang, K Zheng… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
… Near-infrared image in this paper refer to images containing the information of the object under the wavelength of the near-infrared … Liu, “Multi-channel cnn-basedobjectdetection for …
V Vs, D Poster, S You, S Hu… - proceedings of the IEEE …, 2022 - openaccess.thecvf.com
… CNN-baseddetectors can be broadly classified into two … [8] proposed TIRNet to detect objects in thermalIR images to … unsupervised domainadaptation for thermalobjectdetection. …
… Beyerer, “Cnn-basedthermalinfraredpersondetection by domainadaptation,” in Autonomous … Beyerer, “Real-time persondetection in low-resolution thermalinfrared imagery with mser …